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Related Concept Videos

Esophageal Varices-II: Clinical Features and Management01:28

Esophageal Varices-II: Clinical Features and Management

233
Esophageal varices often manifest as gastrointestinal bleeding episodes, presenting symptoms like hematemesis (vomiting of blood), hematochezia (passing fresh blood via the rectum), and melena (black, tarry stools). Other signs can include weight loss, anorexia, abdominal discomfort, jaundice, pruritus, altered mental status, and muscle cramps.
In the initial assessment, a thorough review of the patient's medical history is vital to identify risk factors such as liver disease, alcohol...
233

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Updated: Nov 16, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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Advancing care for acute gastrointestinal bleeding using artificial intelligence.

Dennis L Shung1

  • 1Yale School of Medicine, New Haven, Connecticut, USA.

Journal of Gastroenterology and Hepatology
|February 24, 2021
PubMed
Summary

Machine learning (ML) enhances gastrointestinal bleeding care by improving risk assessment and decision-making. ML algorithms can identify patients, predict bleeding risk, and guide treatment, optimizing patient management.

Failed At:

2026-06-19T13:38:54.957497+00:00

Keywords:
artificial intelligencegastrointestinal hemorrhagemachine learningnatural language processingrisk assessment

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